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Technical and environmental inefficiency measurement in agriculture using a flexible by‐production stochastic frontier model 利用灵活的副业生产随机前沿模型衡量农业的技术和环境低效率
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-11-13 DOI: 10.1111/1477-9552.12619
Ioannis Skevas
In light of the urgent need for farms to mitigate greenhouse gas emissions while maintaining economic viability, this paper analyses technical and environmental inefficiencies and their determinants based on a flexible multi‐equation by‐production stochastic frontier model, which accounts for the stochastic dependence between good and bad outputs via a copula function. An empirical application to Dutch dairy farms illustrates the distortions in the inefficiency scores and in the estimates of their determinants that occur when the dependence between good and bad outputs is ignored. The empirical results indicate a strong positive dependence between the good output (milk) and the bad output (methane emissions), which is particularly pronounced in the upper tail of the distribution. Notably, farms exhibit high efficiency in maximising their good output and minimising their bad output. Subsidies are negatively related to good output inefficiency but positively related to bad output inefficiency, while stock density exhibits a negative association with inefficiencies in both outputs. Disregarding output dependence leads to distortions in inefficiency estimates, particularly affecting the estimates for their determinants.
鉴于农场迫切需要在保持经济可行性的同时减少温室气体排放,本文基于灵活的多方程分产随机前沿模型,分析了技术和环境效率低下及其决定因素,该模型通过共轭函数考虑了好产出和坏产出之间的随机依赖性。荷兰奶牛场的实证应用说明,如果忽略好产出和坏产出之间的依赖关系,低效率得分及其决定因素的估计值就会发生扭曲。实证结果表明,好的产出(牛奶)和坏的产出(甲烷排放)之间存在很强的正相关性,这在分布的上端尤为明显。值得注意的是,农场在最大化其好产出和最小化其坏产出方面表现出很高的效率。补贴与好产出低效率呈负相关,但与坏产出低效率呈正相关,而存栏密度与两种产出的低效率均呈负相关。忽略产出依赖性会导致低效率估计值失真,特别是影响其决定因素的估计值。
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引用次数: 0
The economic potential for area‐yield crop insurance: An application to maize in Ghana 面积产量作物保险的经济潜力:对加纳玉米的应用
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-10-28 DOI: 10.1111/1477-9552.12618
Ashish Shenoy, Mira Korb
Rainfall index insurance can enable farm households to manage production risk, but demand in developing countries remains low at market prices, in part because the insurance trigger may not correlate well with individual farm losses. Area‐yield crop insurance, which links payouts to average yield in a geographic zone, attempts to increase demand by more accurately targeting insurance payouts to production shortfalls. However, shifting from an exogenous weather‐based to an endogenous yield‐based index introduces concerns of asymmetric information, which can lead to market failures that constrain supply from providers. These features are inversely related: larger insurance zones inhibit index manipulation, but average yield is less informative about any individual plot. We quantify this tradeoff for maize in Ghana using a spatial yield model calibrated to match observed production. Insurers must demarcate zones of no more than 5000 farmers for area‐yield insurance to outperform weather insurance. The framework presented in this paper allows assessment of the relationship between index performance and asymmetric information in new crop insurance products.
降雨指数保险可以帮助农户管理生产风险,但发展中国家的市场价格需求仍然较低,部分原因是保险触发因素可能与单个农场的损失关联度不高。地区产量作物保险将赔付与某一地理区域的平均产量挂钩,试图通过更准确地将保险赔付与产量不足挂钩来增加需求。然而,从基于外生天气的指数转向基于内生产量的指数,会带来信息不对称的问题,从而导致市场失灵,限制提供者的供应。这些特征成反比关系:较大的保险区域会抑制指数操纵,但平均产量对任何单个地块的信息量都较小。我们利用空间产量模型对加纳玉米的这一权衡进行了量化,该模型经过校准,与观察到的产量相匹配。保险人必须划定不超过 5000 个农户的区域,区域产量保险才能优于天气保险。本文提出的框架可以评估新农作物保险产品中指数表现与信息不对称之间的关系。
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引用次数: 0
Commercialisation, exogenous shocks and nutrition: Evidence from smallholder farmers in Bangladesh 商业化、外来冲击和营养:孟加拉国小农的证据
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-10-26 DOI: 10.1111/1477-9552.12616
Jaweriah Hazrana, Ashok K. Mishra
This study empirically analyses the effect of agricultural commercialisation on food spending and nutrition outcomes in Bangladesh. We examine whether exposure to exogenous climate shocks moderates these relationships. We construct individual‐level nutrition measures and time‐varying climate extremes using nationally representative panel data. To address endogeneity concerns, we use an instrument variable approach. Results show that commercialisation leads to an improvement in the broad nutritional profile of individuals. However, the commercialisation–nutrition linkage is weaker for households exposed to frequent climate shocks than those in climate‐resilient areas. Importantly, climate shocks dampen the positive nutritional impacts of commercialisation and exacerbate existing inequalities in the nutritional status within the households. Women and girls appear disproportionately vulnerable to the nutrition‐weakening effects of weather stresses in commercialised agricultural households. This highlights twin policy challenges: strengthening smallholders' resilience to escalating climate risks alongside promoting gender‐equitable, nutrition‐sensitive agricultural commercialisation.
本研究从经验角度分析了农业商业化对孟加拉国食品支出和营养结果的影响。我们研究了外源气候冲击是否会调节这些关系。我们利用具有全国代表性的面板数据,构建了个人层面的营养指标和随时间变化的极端气候。为了解决内生性问题,我们使用了工具变量法。结果表明,商业化会改善个人的总体营养状况。然而,对于频繁遭受气候冲击的家庭来说,商业化与营养之间的联系要弱于气候抗御地区的家庭。重要的是,气候冲击削弱了商业化对营养的积极影响,并加剧了家庭内部现有的营养状况不平等。在商业化农业家庭中,妇女和女孩似乎更容易受到气候压力对营养削弱的影响。这凸显了双重政策挑战:在促进性别平等、对营养敏感的农业商业化的同时,加强小农对不断升级的气候风险的抵御能力。
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引用次数: 0
Adoption of agronomic practices and their impact on crop yield and income: An analysis for black gram and green gram in India 农艺措施的采用及其对作物产量和收入的影响:对印度黑糯米和绿糯米的分析
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-10-25 DOI: 10.1111/1477-9552.12617
Poornima Varma, Julius Manda
Black gram and green gram are important pulse crops in India, but their production has faced fluctuations and stagnancy in yields over the last few decades. The Government of India has implemented several measures to enhance crop yield, including recommending and promoting the adoption of crop‐specific agronomic practices. However, there is limited empirical evidence on the determinants of the adoption of these practices and their impact on yield and income. In this context, this study analyses the determinants of the adoption of climate and plant management practices among black gram and green gram farmers and their impact on yield, crop revenue and net income across four major crop‐producing Indian states using a multinomial endogenous treatment effects model. Our analysis shows that information, contact with government extension services and access to off‐farm activities are crucial in adopting climate and plant management practices. The results strengthen the view that the adoption of knowledge‐intensive practices happens via formal information sources and plot‐level demonstrations. In addition, the results indicate that farmers who experience frequent crop loss exhibit an aversion towards adopting climate and plant management practices. While adopting these practices had a positive impact on crop yield and crop revenue, the impact on net income was observed only in the case of climate management.
黑糯米和青糯米是印度重要的豆类作物,但在过去几十年里,它们的产量一直处于波动和停滞状态。印度政府已采取多项措施提高作物产量,包括推荐和推广采用针对特定作物的农艺措施。然而,关于采用这些做法的决定因素及其对产量和收入的影响的经验证据却很有限。在此背景下,本研究采用多项式内生处理效应模型,分析了印度四个主要作物生产邦的黑禾和绿禾农民采用气候和植物管理方法的决定因素及其对产量、作物收入和净收入的影响。我们的分析表明,信息、与政府推广服务机构的联系以及参与非农活动的机会对采用气候和植物管理方法至关重要。研究结果进一步证实,知识密集型实践的采用是通过正规信息来源和地块示范实现的。此外,结果表明,经常遭受作物损失的农民对采用气候和植物管理方法表现出反感。虽然采用这些做法对作物产量和作物收入有积极影响,但只有在气候管理情况下才会对净收入产生影响。
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引用次数: 0
From informal farmland rental to market‐oriented transactions: Do China's Land Transfer Service Centers help? 从非正规农地租赁到市场化交易:中国的土地流转服务中心有用吗?
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-09-28 DOI: 10.1111/1477-9552.12615
Pengfei Fan, Ashok K. Mishra, Shuyi Feng, Min Su
Farmland rental markets are important in production agriculture. Informal farmland rental markets have taken root in Chinese agriculture. However, farmland rental markets need to be transparent for increased efficiency and smooth functioning. This study uses three waves of nationally representative panel data and a difference‐in‐differences framework to examine the effect of China's Land Transfer Service Centers (LTSCs) on market‐oriented farmland transfers. The result indicates that LTSCs enhance farmland transfer marketisation, encouraging landowners to rent their land to large‐scale operators, engage in fixed‐term contracts and charge pecuniary rents. However, the LTSCs' “discrimination” against smallholders may limit their impact on the overall market. Additionally, LTSCs have weaker effects in villages with large clans and stronger effects in villages with bank outlets. The results illustrate the potential value of intermediary service organisations (ISOs) in land rental markets.
耕地租赁市场在生产型农业中非常重要。非正式的农田租赁市场已在中国农业中扎根。然而,耕地租赁市场需要透明化,以提高效率和平稳运行。本研究利用三波具有全国代表性的面板数据和差分法框架,考察了中国土地流转服务中心对市场化农地流转的影响。结果表明,土地流转服务中心促进了农地流转市场化,鼓励土地所有者将土地出租给规模化经营者,签订固定期限合同并收取租金。然而,土地流转服务公司对小农户的 "歧视 "可能会限制其对整个市场的影响。此外,在有大宗族的村庄中,土地托管公司的影响较弱,而在有银行网点的村庄中,土地托管公司的影响较强。这些结果说明了中介服务组织在土地租赁市场中的潜在价值。
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引用次数: 0
Farmers' cooperation to improve water quality under scientific uncertainty: A lab‐in‐the‐field experiment 科学不确定性下的农民合作改善水质:实验室-田间试验
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-09-27 DOI: 10.1111/1477-9552.12614
Simone Angioloni, Simone Cerroni
Cooperation amongst natural resource users is key to manage ecosystems sustainably and achieve environmental goals proposed by policy and regulations. This paper focuses on the impact that livestock farming can have on the quality of a water body and investigates farmers' willingness to cooperate to preserve water quality under two different sources of uncertainty and four different degrees of uncertainty. The first source relates to the level of water quality that must be guaranteed in a river catchment to avoid irreversible deterioration of aquatic ecosystems (threshold uncertainty, i.e. with catastrophic consequences). The second source relates to the financial losses that farmers will experience in the long run if they fail to cooperate (impact uncertainty). To this end, a lab‐in‐the‐field experiment was conducted with livestock farmers of Northern Ireland. A local public good game with threshold uncertainty was framed around an agri‐environmental scheme designed to create ungrazed buffer zones for water quality preservation. Results indicate that uncertainty generally hampers farmers' cooperation and the provision of information geared to reduce uncertainty enhances it. Impact uncertainty has a milder negative impact on cooperation than threshold uncertainty. Risk preferences and probability weighting do not influence cooperation, while loss aversion has an influence on cooperation.
自然资源使用者之间的合作是可持续管理生态系统和实现政策法规提出的环境目标的关键。本文重点探讨了畜牧业对水体质量的影响,并研究了在两种不同的不确定性来源和四种不同的不确定性程度下,农民为保护水质而进行合作的意愿。第一种不确定性与为避免水生生态系统不可逆转的恶化而必须保证的集水区水质水平有关(阈值不确定性,即具有灾难性后果)。第二个来源是农民如果不合作,从长远来看将遭受的经济损失(影响的不确定性)。为此,我们与北爱尔兰的畜牧业者开展了一项实验室实地实验。实验围绕一项农业环境计划展开,该计划旨在为保护水质而建立非放牧缓冲区。结果表明,不确定性通常会阻碍农民的合作,而提供旨在减少不确定性的信息则会加强合作。与阈值不确定性相比,影响不确定性对合作的负面影响较小。风险偏好和概率加权不影响合作,而损失规避对合作有影响。
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引用次数: 0
Effects and mechanisms of armed conflict on agricultural production: Spatial evidence from terrorist violence in Burkina Faso 武装冲突对农业生产的影响和机制:布基纳法索恐怖暴力的空间证据
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-08-05 DOI: 10.1111/1477-9552.12613
Wendata A. Kafando, Takeshi Sakurai
Extensive studies have been conducted on the link between armed conflict and agricultural production. However, the underlying mechanisms remain underexplored. A better understanding of these mechanisms could unpack the subsequent effects of conflict‐induced food and welfare shortages, as well as identify promising policy interventions. We study the effects of terrorist violence on household agricultural production in Burkina Faso and explore the underlying mechanisms. To achieve this, we combine nationally representative five‐year panel data on plots and households with spatial conflict data. Our analysis reveals negative and significant effects of terrorist violence on agricultural productivity and total output. Despite reducing cereal crop output, increased intensity of terrorist violence is significantly associated with higher production of cash crops, which require fewer inputs in Burkina Faso. Further investigations uncover that the decline in household agricultural productivity results from a significant decrease in the number of farming plots, land size, and short‐term production investments, including chemical fertilisers and pesticides. These findings remain robust across various alternative empirical specifications and measures of violence, offering insights that can help policymakers faced with similarly scaled armed conflict. For instance, ensuring a secure environment and providing reliable access to essential production inputs, such as chemical fertilisers and pesticides, can help support conflict‐affected household agricultural production during and after the violence periods.
对武装冲突与农业生产之间的联系进行了广泛的研究。然而,对其潜在机制的探索仍然不足。更好地了解这些机制可以揭示冲突引发的粮食和福利短缺的后续影响,并确定有前景的政策干预措施。我们研究了布基纳法索恐怖暴力对家庭农业生产的影响,并探讨了其背后的机制。为此,我们将具有全国代表性的五年期地块和家庭面板数据与空间冲突数据相结合。我们的分析表明,恐怖暴力对农业生产率和总产量产生了显著的负面影响。尽管谷类作物产量减少,但恐怖暴力强度的增加与布基纳法索经济作物产量的增加显著相关,而经济作物所需的投入较少。进一步的调查发现,家庭农业生产率的下降是由于农田数量、土地面积和短期生产投资(包括化肥和杀虫剂)的显著减少。这些研究结果在不同的实证规范和暴力衡量标准下都保持稳健,为面临类似规模武装冲突的政策制定者提供了帮助。例如,确保安全的环境和提供可靠的基本生产投入(如化肥和农药),有助于在暴力期间和之后支持受冲突影响的家庭农业生产。
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引用次数: 0
Agricultural commodity market response to Russia's withdrawal from the grain deal 农产品市场对俄罗斯退出谷物协议的反应
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-07-16 DOI: 10.1111/1477-9552.12611
Sandro Steinbach, Yasin Yildirim

This paper assesses the response of agricultural commodity markets to Russia's withdrawal from the Black Sea Grain Initiative (BSGI). Employing daily commodity-level data and event study methods, we analyse the impact on seven agricultural commodities and four key market metrics, including futures prices, historical and implied volatility, and speculative pressure. Our findings show a statistically insignificant increase of 1.1% in agricultural futures prices within the first seven trading days following the BSGI termination. In the following days, futures prices began to decline, eventually returning to levels below those observed before the withdrawal, a pattern further underscored by our implied volatility analysis. While there is no evidence of heightened speculation, we find some evidence for treatment differences across agricultural commodities. These findings suggest that traders did not believe in the likelihood of a blockade of Black Sea grain shipments.

本文评估了农产品市场对俄罗斯退出黑海谷物倡议(BSGI)的反应。我们采用每日商品级数据和事件研究方法,分析了对七种农产品和四个关键市场指标的影响,包括期货价格、历史和隐含波动率以及投机压力。我们的研究结果表明,在 BSGI 终止后的头七个交易日内,农产品期货价格出现了 1.1% 的增长,但在统计意义上并不显著。在随后的几天里,期货价格开始下跌,最终回到低于撤出前的水平,我们的隐含波动率分析进一步强调了这一模式。虽然没有证据表明投机行为加剧,但我们发现了一些证据表明农产品之间存在处理差异。这些研究结果表明,交易商并不相信黑海谷物运输被封锁的可能性。
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引用次数: 0
The effect of price and assortment of local products on store performance: An agent-based modelling approach 本地产品的价格和种类对商店业绩的影响:基于代理的建模方法
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-07-09 DOI: 10.1111/1477-9552.12612
Houtian Ge, Miguel I. Gómez, Timothy J. Richards

Retail distribution is essential for the growth of markets for local food. While online direct-to-consumer and local food hubs are becoming more sophisticated, the largest market for local foods remains the traditional intermediation (retailing) sector. We develop an agent-based model to simulate the expansion, growth and profitability of retailers offering local foods across a landscape populated by consumers and competing retailers. We design a series of experiments to examine how changes in prices and assortment that include local and non-local options in the fresh produce category impact store market share and profitability. We validate the model, and conduct our experiments, using household fresh produce expenditures data from a retail food-delivery business in the Mid-Atlantic region of the US. We find that retailers offering a larger assortment of local foods are able to sustain higher basket-average retail prices and exhibit higher long-run profits in comparison to retailers that do not carry local options. These results underscore the importance of local foods in a food retailer's price and assortment strategy. The key implication is that retailers need to be conscious not only of the breadth but also of the quality of their assortment in their pricing strategies.

零售分销对本地食品市场的发展至关重要。虽然网络直销和本地食品中心正变得越来越成熟,但本地食品的最大市场仍然是传统的中介(零售)部门。我们开发了一个基于代理的模型,以模拟在消费者和竞争零售商充斥的环境中提供本地食品的零售商的扩张、增长和盈利能力。我们设计了一系列实验,以研究价格和种类的变化(包括新鲜农产品类别中的本地和非本地选择)如何影响商店的市场份额和盈利能力。我们利用美国大西洋中部地区一家食品配送零售企业的家庭生鲜产品支出数据验证了模型并进行了实验。我们发现,与不提供本地食品的零售商相比,提供更多本地食品的零售商能够维持更高的篮均零售价格,并表现出更高的长期利润。这些结果凸显了本地食品在食品零售商的价格和品种战略中的重要性。其主要含义是,零售商在定价策略中不仅要注意品种的广度,还要注意其质量。
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引用次数: 0
The impact of heat waves on food industry productivity: Firm-level evidence from Italy 热浪对食品工业生产率的影响:意大利企业层面的证据
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-07-08 DOI: 10.1111/1477-9552.12608
Paolo Nota, Daniele Curzi, Oliver Ken Haase, Alessandro Olper

This paper investigates the impact of heat waves on the productivity of the Italian food industry. Using daily weather and firm-level data for the 2004–2019 period, we show that a heat wave causes, on average, a reduction in Total Factor Productivity (TFP) of about 3.2%. Smaller firms are more severely affected, with a reduction of approximately 7%, revealing unequal impacts within the same country and sector. The reduction in TFP can be partially attributed to lower workers' productivity, with labour input increased in order to compensate for productivity loss. The estimated effect is heterogeneous across subsectors, with some well-known Italian products (e.g., wine production) more severely affected by heat waves. These findings have significant policy implications due to the expected increase in the frequency of heat waves caused by climate change, and are particularly important in the case of the Italian food industry, which is mainly composed of small firms. The paper highlights the need to investigate further the impacts of heat stress on the entire food system, as most of the literature has predominantly focused on the agricultural sector.

本文研究了热浪对意大利食品行业生产率的影响。通过使用 2004-2019 年期间的每日天气和企业级数据,我们发现热浪会导致全要素生产率(TFP)平均下降约 3.2%。规模较小的企业受到的影响更为严重,下降幅度约为 7%,这表明在同一国家和行业内受到的影响并不相同。全要素生产率下降的部分原因是工人的生产率降低,为了弥补生产率的损失而增加了劳动力投入。估计的影响在各个分部门之间存在差异,一些著名的意大利产品(如葡萄酒生产)受热浪的影响更为严重。由于气候变化预计会导致热浪频率增加,这些发现具有重要的政策意义,对于主要由小型企业组成的意大利食品行业尤为重要。本文强调有必要进一步研究热应激对整个食品系统的影响,因为大多数文献主要集中在农业部门。
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引用次数: 0
期刊
Journal of Agricultural Economics
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